Michael Reneer

Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning

We introduce Dataset Grouper, a library to create large-scale group-structured (e.g., federated) datasets, enabling federated learning simulation at the scale of foundation models. This library facilitates the creation of group-structured versions of existing datasets based on user-specified partiti…